2 |
Sequence-to-Sequence Predictive Model: From Prosody To Communicative Gestures
|
|
|
|
In: Proceeding of the 24th International Conference on Human-Computer Interaction ; https://hal.archives-ouvertes.fr/hal-03428910 ; Proceeding of the 24th International Conference on Human-Computer Interaction, 2021 (2021)
|
|
BASE
|
|
Show details
|
|
3 |
Towards alignment strategies in human-agent interactions based on measures of lexical repetitions
|
|
|
|
In: ISSN: 1574-020X ; EISSN: 1574-0218 ; Language Resources and Evaluation ; https://hal.archives-ouvertes.fr/hal-03147824 ; Language Resources and Evaluation, Springer Verlag, 2021, 55 (2), pp.353-388. ⟨10.1007/s10579-021-09532-w⟩ ; https://link.springer.com/journal/10579/volumes-and-issues/55-2 (2021)
|
|
BASE
|
|
Show details
|
|
4 |
Towards alignment strategies in human-agent interactions based on measures of lexical repetitions
|
|
|
|
In: ISSN: 1574-020X ; EISSN: 1572-8412 ; Language Resources and Evaluation ; https://hal.archives-ouvertes.fr/hal-03147824 ; Language Resources and Evaluation, Springer Verlag, 2021, ⟨10.1007/s10579-021-09532-w⟩ (2021)
|
|
BASE
|
|
Show details
|
|
5 |
Code-switched inspired losses for generic spoken dialog representations
|
|
|
|
In: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing ; 2021 Conference on Empirical Methods in Natural Language Processing ; https://hal.archives-ouvertes.fr/hal-03574595 ; 2021 Conference on Empirical Methods in Natural Language Processing, Nov 2021, Punta Cana, Dominican Republic (2021)
|
|
Abstract:
International audience ; Spoken dialog systems need to be able to handle both multiple languages and multilinguality inside a conversation (e.g in case of codeswitching). In this work, we introduce new pretraining losses tailored to learn multilingual spoken dialog representations. The goal of these losses is to expose the model to codeswitched language. To scale up training, we automatically build a pretraining corpus composed of multilingual conversations in five different languages (French, Italian, English, German and Spanish) from OpenSubtitles, a huge multilingual corpus composed of 24.3G tokens. We test the generic representations on MIAM, a new benchmark composed of five dialog act corpora on the same aforementioned languages as well as on two novel multilingual downstream tasks (i.e multilingual mask utterance retrieval and multilingual inconsistency identification). Our experiments show that our new code switched-inspired losses achieve a better performance in both monolingual and multilingual settings.
|
|
Keyword:
[INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO.INFO-TT]Computer Science [cs]/Document and Text Processing
|
|
URL: https://hal.archives-ouvertes.fr/hal-03574595/document https://hal.archives-ouvertes.fr/hal-03574595/file/2108.12465.pdf https://hal.archives-ouvertes.fr/hal-03574595
|
|
BASE
|
|
Hide details
|
|
6 |
TURIN: A coding system for Trust in hUman Robot INteraction
|
|
|
|
In: 2021 9th International Conference on Affective Computing and Intelligent Interaction (ACII) ; https://hal.telecom-paris.fr/hal-03470367 ; 2021 9th International Conference on Affective Computing and Intelligent Interaction (ACII), Sep 2021, Nara, France. pp.1-8, ⟨10.1109/ACII52823.2021.9597448⟩ (2021)
|
|
BASE
|
|
Show details
|
|
7 |
From local hesitations to global impressions of a speaker's feeling of knowing
|
|
|
|
In: 25th Workshop on the Semantics and Pragmatics of Dialogue ; https://hal.telecom-paris.fr/hal-03577249 ; 25th Workshop on the Semantics and Pragmatics of Dialogue, Sep 2021, Potsdam, Germany. Proceedings of the 25th Workshop on the Semantics and Pragmatics of Dialogue (2021)
|
|
BASE
|
|
Show details
|
|
8 |
From local hesitations to global impressions of the listener
|
|
|
|
In: 4th International Conference on Natural Language and Speech Processing ; https://hal.telecom-paris.fr/hal-03577262 ; 4th International Conference on Natural Language and Speech Processing, Nov 2021, Virtual Conference, Italy (2021)
|
|
BASE
|
|
Show details
|
|
9 |
Improving Multimodal fusion via Mutual Dependency Maximisation
|
|
|
|
In: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing ; https://hal.archives-ouvertes.fr/hal-03574609 ; Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, Nov 2021, Online and Punta Cana, France. pp.231-245, ⟨10.18653/v1/2021.emnlp-main.21⟩ (2021)
|
|
BASE
|
|
Show details
|
|
10 |
Code-switched inspired losses for generic spoken dialog representations ...
|
|
|
|
BASE
|
|
Show details
|
|
11 |
Automatic Text Evaluation through the Lens of Wasserstein Barycenters ...
|
|
|
|
BASE
|
|
Show details
|
|
12 |
Improving Multimodal fusion via Mutual Dependency Maximisation ...
|
|
|
|
BASE
|
|
Show details
|
|
13 |
Improving Multimodal fusion via Mutual Dependency Maximisation ...
|
|
|
|
BASE
|
|
Show details
|
|
14 |
A Novel Estimator of Mutual Information for Learning to Disentangle Textual Representations ...
|
|
|
|
BASE
|
|
Show details
|
|
15 |
Studying Alignment in Spontaneous Speech via Automatic Methods: How Do Children Use Task-specific Referents to Succeed in a Collaborative Learning Activity?
|
|
|
|
In: http://infoscience.epfl.ch/record/284849 (2021)
|
|
BASE
|
|
Show details
|
|
16 |
Studying Alignment in a Collaborative Learning Activity via Automatic Methods: The Link Between What We Say and Do ...
|
|
|
|
BASE
|
|
Show details
|
|
17 |
Sequence-to-Sequence Predictive models: from Prosody to Communicative Gestures
|
|
|
|
In: Workshop sur les Affects, Compagnons artificiels et Interactions ; https://hal.inria.fr/hal-02933487 ; Workshop sur les Affects, Compagnons artificiels et Interactions, CNRS, Université Toulouse Jean Jaurès, Université de Bordeaux, Jun 2020, Saint Pierre d'Oléron, France (2020)
|
|
BASE
|
|
Show details
|
|
18 |
Multimodal Analysis of Cohesion in Multi-party Interactions
|
|
|
|
In: LREC ; https://hal.archives-ouvertes.fr/hal-02953469 ; LREC, 2020, Marseille, France (2020)
|
|
BASE
|
|
Show details
|
|
19 |
How Confident are You? Exploring the Role of Fillers in the Automatic Prediction of a Speaker's Confidence
|
|
|
|
In: Workshop sur les Affects, Compagnons artificiels et Interactions ; https://hal.inria.fr/hal-02933476 ; Workshop sur les Affects, Compagnons artificiels et Interactions, CNRS, Université Toulouse Jean Jaurès, Université de Bordeaux, Jun 2020, Saint Pierre d'Oléron, France (2020)
|
|
BASE
|
|
Show details
|
|
20 |
HOW CONFIDENT ARE YOU? EXPLORING THE ROLE OF FILLERS IN THE AUTOMATIC PREDICTION OF A SPEAKER’S CONFIDENCE
|
|
|
|
In: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ; https://hal.archives-ouvertes.fr/hal-02942182 ; ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelona, Spain. pp.8104-8108, ⟨10.1109/ICASSP40776.2020.9054374⟩ (2020)
|
|
BASE
|
|
Show details
|
|
|
|